Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9580218 | 0.8138528 | 0.5954535 |
| bt | 0.9184267 | 0.7344877 | 0.4538181 |
| maxnet | 0.8844287 | 0.6435786 | NA |
| gam | 0.9145568 | 0.7157287 | 0.4246138 |
| glm | 0.8825922 | 0.6580087 | 0.3413991 |